Data science is a field that's constantly improving, and any consultant worth their salt should be able to see the possibilities for the company's data and use it to its fullest advantage. Additionally, data science is an investment, therefore it's critical to pick someone with a long-term perspective and the capacity to foresee new advances.
The process of data science consulting starts with clearly identifying the problem and then applying algorithms and data science models to solve the problem. The final phase is the deployment of the insights derived from the data analysis into a software application or other format. A data science consulting company will identify areas of greatest need and their business impact and ROI. Then, they can use these insights to develop data-driven solutions for your business.
Data science consulting involves educating clients on a wide range of modern technology and data topics. While most businesses are focused on the bottom line and customer experience, data scientists help companies improve their business processes and increase analytics skills. These data consultants like David Johnson Cane Bay Partners located in St. Croix may work with individuals, small businesses, or large companies. These consultants must be well versed in both technology and business. For example, the GDPR law changes data handling and storage protocols and has implications for many organizations. Data consultants must have the right skills and expertise to explain the ramifications of GDPR compliance to clients and quantify the impact of changes.
A data science consulting team will be cross-disciplinary and curious. The team will work together to determine which model best fits the problem, and they will build it. The client will be involved in the least amount of this process but will get results from their involvement. A good data scientist should also be personable, with a strong sense of professionalism and interpersonal skills. Data science consultants will also be responsible for training clients' in-house teams on how to use the tools they've developed.
The idea that data science consulting is free from red tape is counter-intuitive. While all consulting is performed in a collaborative environment, some teams are more bureaucratic than others. One study compared government agency executives' and private consultants' red tape perceptions. The authors found that public agencies had more red tape than private consultants. However, the study also found that public agencies were more focused on the appearance of efficiency than the actual data science process.
As we all know, a data science consulting involves handling personal data. This is particularly important in the age of GDPR, a consumer-friendly regulation that will significantly impact many organizations. GDPR requires organizations to restructure their data collection platforms and protocols to comply with the new regulation. Data compliance is difficult, and modern data consultants must understand the implications of GDPR and quantify the costs. Thus, it is essential to consider the legal issues involved.